ArabicNewSplits6_FineTuningAraBERT_run2_AugV5_k15_task3_organization

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.4877
• Qwk: 0.4732
• Mse: 0.4877
• Rmse: 0.6983

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0286	2	3.2609	-0.0028	3.2609	1.8058
No log	0.0571	4	1.7844	-0.0070	1.7844	1.3358
No log	0.0857	6	1.1369	0.0255	1.1369	1.0662
No log	0.1143	8	0.9883	0.0632	0.9883	0.9941
No log	0.1429	10	0.6502	0.1020	0.6502	0.8063
No log	0.1714	12	0.6308	0.1008	0.6308	0.7942
No log	0.2	14	0.6470	-0.0159	0.6470	0.8043
No log	0.2286	16	0.7160	0.0725	0.7160	0.8462
No log	0.2571	18	0.7419	-0.0273	0.7419	0.8613
No log	0.2857	20	0.8306	-0.0233	0.8306	0.9114
No log	0.3143	22	0.8116	-0.0120	0.8116	0.9009
No log	0.3429	24	0.7903	-0.1217	0.7903	0.8890
No log	0.3714	26	0.7554	-0.2288	0.7554	0.8691
No log	0.4	28	0.7951	-0.1879	0.7951	0.8917
No log	0.4286	30	0.8270	-0.2381	0.8269	0.9094
No log	0.4571	32	0.6902	-0.0435	0.6902	0.8308
No log	0.4857	34	0.7049	0.2169	0.7049	0.8396
No log	0.5143	36	0.8895	0.0843	0.8895	0.9431
No log	0.5429	38	0.8346	0.0569	0.8346	0.9136
No log	0.5714	40	0.6537	0.2308	0.6537	0.8085
No log	0.6	42	0.6338	0.1020	0.6338	0.7961
No log	0.6286	44	0.6131	0.0909	0.6131	0.7830
No log	0.6571	46	0.6448	0.4152	0.6448	0.8030
No log	0.6857	48	0.8244	0.0843	0.8244	0.9079
No log	0.7143	50	1.0455	0.0345	1.0455	1.0225
No log	0.7429	52	0.8651	0.1486	0.8651	0.9301
No log	0.7714	54	0.6738	0.2549	0.6738	0.8208
No log	0.8	56	1.0083	0.0947	1.0083	1.0041
No log	0.8286	58	0.8061	0.2208	0.8061	0.8979
No log	0.8571	60	0.6563	0.2676	0.6563	0.8101
No log	0.8857	62	0.4787	0.0476	0.4787	0.6919
No log	0.9143	64	0.5015	0.0	0.5015	0.7081
No log	0.9429	66	0.4763	0.2941	0.4763	0.6901
No log	0.9714	68	0.5283	0.3797	0.5283	0.7268
No log	1.0	70	1.0155	0.2314	1.0155	1.0077
No log	1.0286	72	0.6676	0.2897	0.6676	0.8171
No log	1.0571	74	0.6011	0.2941	0.6011	0.7753
No log	1.0857	76	0.5920	0.1304	0.5920	0.7694
No log	1.1143	78	0.6320	0.0725	0.6320	0.7950
No log	1.1429	80	0.7951	0.1088	0.7951	0.8917
No log	1.1714	82	1.4817	0.0734	1.4817	1.2172
No log	1.2	84	1.2884	0.0968	1.2884	1.1351
No log	1.2286	86	0.6950	0.1138	0.6950	0.8337
No log	1.2571	88	0.7544	0.1688	0.7544	0.8685
No log	1.2857	90	0.7376	0.2281	0.7376	0.8589
No log	1.3143	92	0.5684	0.2432	0.5684	0.7540
No log	1.3429	94	0.8025	0.2511	0.8025	0.8958
No log	1.3714	96	1.0926	0.0843	1.0926	1.0453
No log	1.4	98	0.7199	0.2963	0.7199	0.8485
No log	1.4286	100	0.5639	0.2542	0.5639	0.7509
No log	1.4571	102	0.4807	0.2102	0.4807	0.6933
No log	1.4857	104	0.4836	0.3289	0.4836	0.6954
No log	1.5143	106	0.4783	0.1429	0.4783	0.6916
No log	1.5429	108	0.4775	0.2000	0.4775	0.6910
No log	1.5714	110	0.5256	0.3636	0.5256	0.7250
No log	1.6	112	0.9113	0.1935	0.9113	0.9546
No log	1.6286	114	1.4446	0.0864	1.4446	1.2019
No log	1.6571	116	1.1354	0.2239	1.1354	1.0656
No log	1.6857	118	0.5419	0.3661	0.5419	0.7361
No log	1.7143	120	0.4588	0.2230	0.4588	0.6773
No log	1.7429	122	0.4497	0.1429	0.4497	0.6706
No log	1.7714	124	0.5041	0.4222	0.5041	0.7100
No log	1.8	126	0.7724	0.2348	0.7724	0.8789
No log	1.8286	128	0.5920	0.3398	0.5920	0.7694
No log	1.8571	130	0.4194	0.52	0.4194	0.6476
No log	1.8857	132	0.4260	0.5556	0.4260	0.6527
No log	1.9143	134	0.4363	0.4419	0.4363	0.6606
No log	1.9429	136	0.4319	0.4699	0.4319	0.6572
No log	1.9714	138	0.4307	0.4286	0.4307	0.6563
No log	2.0	140	0.4389	0.5238	0.4389	0.6625
No log	2.0286	142	0.5645	0.2709	0.5645	0.7514
No log	2.0571	144	0.5265	0.3469	0.5265	0.7256
No log	2.0857	146	0.5458	0.4	0.5458	0.7388
No log	2.1143	148	0.9254	0.1642	0.9254	0.9620
No log	2.1429	150	1.0424	0.1062	1.0424	1.0210
No log	2.1714	152	0.8282	0.2593	0.8282	0.9101
No log	2.2	154	0.5970	0.3665	0.5970	0.7726
No log	2.2286	156	0.5222	0.4400	0.5222	0.7227
No log	2.2571	158	0.4992	0.4346	0.4992	0.7065
No log	2.2857	160	0.5391	0.3580	0.5391	0.7342
No log	2.3143	162	0.6890	0.2670	0.6890	0.8301
No log	2.3429	164	0.5665	0.3253	0.5665	0.7527
No log	2.3714	166	0.4341	0.3789	0.4341	0.6589
No log	2.4	168	0.4403	0.4556	0.4403	0.6636
No log	2.4286	170	0.5097	0.3846	0.5097	0.7140
No log	2.4571	172	0.5612	0.3636	0.5612	0.7492
No log	2.4857	174	0.4465	0.4146	0.4465	0.6682
No log	2.5143	176	0.4372	0.4286	0.4372	0.6612
No log	2.5429	178	0.4406	0.5410	0.4406	0.6637
No log	2.5714	180	0.5735	0.36	0.5735	0.7573
No log	2.6	182	0.6961	0.4236	0.6961	0.8343
No log	2.6286	184	0.5139	0.5052	0.5139	0.7169
No log	2.6571	186	0.6580	0.3702	0.6580	0.8112
No log	2.6857	188	1.0088	0.3049	1.0088	1.0044
No log	2.7143	190	0.8210	0.3036	0.8210	0.9061
No log	2.7429	192	0.4500	0.4732	0.4500	0.6708
No log	2.7714	194	0.5240	0.4400	0.5240	0.7238
No log	2.8	196	0.7498	0.3195	0.7498	0.8659
No log	2.8286	198	0.7940	0.3648	0.7940	0.8910
No log	2.8571	200	0.4974	0.4225	0.4974	0.7052
No log	2.8857	202	0.4666	0.4462	0.4666	0.6830
No log	2.9143	204	0.4909	0.4286	0.4909	0.7006
No log	2.9429	206	0.4321	0.3862	0.4321	0.6573
No log	2.9714	208	0.6207	0.4336	0.6207	0.7879
No log	3.0	210	0.6450	0.4286	0.6450	0.8031
No log	3.0286	212	0.4594	0.3333	0.4594	0.6778
No log	3.0571	214	0.5617	0.4717	0.5617	0.7495
No log	3.0857	216	0.5411	0.4462	0.5411	0.7356
No log	3.1143	218	0.4940	0.4286	0.4940	0.7028
No log	3.1429	220	0.5665	0.4872	0.5665	0.7527
No log	3.1714	222	0.5070	0.4010	0.5070	0.7121
No log	3.2	224	0.5947	0.3480	0.5947	0.7712
No log	3.2286	226	0.8171	0.3466	0.8171	0.9040
No log	3.2571	228	0.6223	0.3162	0.6223	0.7889
No log	3.2857	230	0.5381	0.4951	0.5381	0.7335
No log	3.3143	232	0.7539	0.3138	0.7539	0.8683
No log	3.3429	234	0.6003	0.4389	0.6003	0.7748
No log	3.3714	236	0.4683	0.5305	0.4683	0.6843
No log	3.4	238	0.4666	0.4951	0.4666	0.6831
No log	3.4286	240	0.4821	0.4639	0.4821	0.6943
No log	3.4571	242	0.5888	0.3214	0.5888	0.7673
No log	3.4857	244	0.7304	0.3277	0.7304	0.8547
No log	3.5143	246	0.5662	0.3892	0.5662	0.7524
No log	3.5429	248	0.4132	0.4286	0.4132	0.6428
No log	3.5714	250	0.4975	0.3990	0.4975	0.7054
No log	3.6	252	0.4287	0.3927	0.4287	0.6547
No log	3.6286	254	0.4889	0.4930	0.4889	0.6992
No log	3.6571	256	0.6341	0.3333	0.6341	0.7963
No log	3.6857	258	0.5598	0.4450	0.5598	0.7482
No log	3.7143	260	0.4580	0.4171	0.4580	0.6768
No log	3.7429	262	0.4154	0.4947	0.4154	0.6445
No log	3.7714	264	0.4226	0.5429	0.4226	0.6501
No log	3.8	266	0.4556	0.4059	0.4556	0.6750
No log	3.8286	268	0.4434	0.5094	0.4434	0.6658
No log	3.8571	270	0.4522	0.5094	0.4522	0.6725
No log	3.8857	272	0.4915	0.4545	0.4915	0.7010
No log	3.9143	274	0.6138	0.3537	0.6138	0.7835
No log	3.9429	276	0.6081	0.3537	0.6081	0.7798
No log	3.9714	278	0.6558	0.3593	0.6558	0.8098
No log	4.0	280	0.6900	0.3496	0.6900	0.8307
No log	4.0286	282	0.5417	0.3116	0.5417	0.7360
No log	4.0571	284	0.4324	0.5215	0.4324	0.6576
No log	4.0857	286	0.4293	0.5215	0.4293	0.6552
No log	4.1143	288	0.4463	0.4924	0.4463	0.6680
No log	4.1429	290	0.6388	0.3593	0.6388	0.7992
No log	4.1714	292	0.9107	0.2518	0.9107	0.9543
No log	4.2	294	0.7824	0.3410	0.7824	0.8845
No log	4.2286	296	0.4932	0.5	0.4932	0.7023
No log	4.2571	298	0.4022	0.5152	0.4022	0.6342
No log	4.2857	300	0.3888	0.5169	0.3888	0.6236
No log	4.3143	302	0.4085	0.56	0.4085	0.6391
No log	4.3429	304	0.4536	0.5510	0.4536	0.6735
No log	4.3714	306	0.5364	0.4510	0.5364	0.7324
No log	4.4	308	0.5283	0.4573	0.5283	0.7269
No log	4.4286	310	0.4764	0.4404	0.4764	0.6902
No log	4.4571	312	0.4318	0.4518	0.4318	0.6571
No log	4.4857	314	0.4429	0.4652	0.4429	0.6655
No log	4.5143	316	0.4467	0.4225	0.4467	0.6684
No log	4.5429	318	0.4858	0.4468	0.4858	0.6970
No log	4.5714	320	0.4946	0.4468	0.4946	0.7033
No log	4.6	322	0.4581	0.4819	0.4581	0.6768
No log	4.6286	324	0.4665	0.4229	0.4665	0.6830
No log	4.6571	326	0.4589	0.4167	0.4589	0.6774
No log	4.6857	328	0.4879	0.5102	0.4879	0.6985
No log	4.7143	330	0.6422	0.3333	0.6422	0.8014
No log	4.7429	332	0.6119	0.2986	0.6119	0.7823
No log	4.7714	334	0.5823	0.3433	0.5823	0.7631
No log	4.8	336	0.5214	0.5319	0.5214	0.7221
No log	4.8286	338	0.5228	0.5319	0.5228	0.7231
No log	4.8571	340	0.5401	0.3769	0.5401	0.7349
No log	4.8857	342	0.5376	0.3951	0.5376	0.7332
No log	4.9143	344	0.5141	0.5052	0.5141	0.7170
No log	4.9429	346	0.4899	0.4526	0.4899	0.6999
No log	4.9714	348	0.4824	0.4894	0.4824	0.6945
No log	5.0	350	0.4797	0.4924	0.4797	0.6926
No log	5.0286	352	0.4893	0.4747	0.4893	0.6995
No log	5.0571	354	0.6008	0.3153	0.6008	0.7751
No log	5.0857	356	0.6031	0.3455	0.6031	0.7766
No log	5.1143	358	0.5177	0.4615	0.5177	0.7195
No log	5.1429	360	0.5053	0.5215	0.5053	0.7108
No log	5.1714	362	0.5278	0.3237	0.5278	0.7265
No log	5.2	364	0.5406	0.3645	0.5406	0.7352
No log	5.2286	366	0.5287	0.3365	0.5287	0.7271
No log	5.2571	368	0.5310	0.3786	0.5310	0.7287
No log	5.2857	370	0.4776	0.5779	0.4776	0.6911
No log	5.3143	372	0.4708	0.5644	0.4708	0.6862
No log	5.3429	374	0.5000	0.4286	0.5000	0.7071
No log	5.3714	376	0.6266	0.2877	0.6266	0.7916
No log	5.4	378	0.7206	0.2203	0.7206	0.8489
No log	5.4286	380	0.6215	0.2793	0.6215	0.7883
No log	5.4571	382	0.5643	0.3524	0.5643	0.7512
No log	5.4857	384	0.5126	0.4882	0.5126	0.7159
No log	5.5143	386	0.5130	0.4178	0.5130	0.7162
No log	5.5429	388	0.5302	0.3951	0.5302	0.7282
No log	5.5714	390	0.5832	0.3433	0.5832	0.7637
No log	5.6	392	0.5832	0.3398	0.5832	0.7637
No log	5.6286	394	0.5193	0.4105	0.5193	0.7206
No log	5.6571	396	0.5262	0.375	0.5262	0.7254
No log	5.6857	398	0.4885	0.3469	0.4885	0.6989
No log	5.7143	400	0.4479	0.5025	0.4479	0.6693
No log	5.7429	402	0.4652	0.4162	0.4652	0.6821
No log	5.7714	404	0.4738	0.4098	0.4738	0.6884
No log	5.8	406	0.4429	0.5102	0.4429	0.6655
No log	5.8286	408	0.4751	0.4468	0.4751	0.6893
No log	5.8571	410	0.4649	0.4872	0.4649	0.6818
No log	5.8857	412	0.4791	0.4286	0.4791	0.6922
No log	5.9143	414	0.4507	0.5102	0.4507	0.6714
No log	5.9429	416	0.4472	0.4709	0.4472	0.6687
No log	5.9714	418	0.4479	0.4709	0.4479	0.6693
No log	6.0	420	0.4646	0.4872	0.4646	0.6816
No log	6.0286	422	0.4576	0.4709	0.4576	0.6764
No log	6.0571	424	0.4693	0.4413	0.4693	0.6850
No log	6.0857	426	0.4782	0.4694	0.4782	0.6915
No log	6.1143	428	0.5558	0.3498	0.5558	0.7455
No log	6.1429	430	0.6336	0.3153	0.6336	0.7960
No log	6.1714	432	0.6288	0.2453	0.6288	0.7930
No log	6.2	434	0.5568	0.3433	0.5568	0.7462
No log	6.2286	436	0.5151	0.4747	0.5151	0.7177
No log	6.2571	438	0.5327	0.4462	0.5327	0.7299
No log	6.2857	440	0.5767	0.3398	0.5767	0.7594
No log	6.3143	442	0.5593	0.3367	0.5593	0.7479
No log	6.3429	444	0.5259	0.5102	0.5259	0.7252
No log	6.3714	446	0.5294	0.5102	0.5294	0.7276
No log	6.4	448	0.5510	0.4	0.5510	0.7423
No log	6.4286	450	0.5766	0.3892	0.5766	0.7594
No log	6.4571	452	0.5855	0.3200	0.5855	0.7652
No log	6.4857	454	0.6152	0.2536	0.6152	0.7844
No log	6.5143	456	0.5764	0.3171	0.5764	0.7592
No log	6.5429	458	0.5208	0.4851	0.5208	0.7217
No log	6.5714	460	0.4775	0.4639	0.4775	0.6910
No log	6.6	462	0.4876	0.4667	0.4876	0.6983
No log	6.6286	464	0.4783	0.4802	0.4783	0.6916
No log	6.6571	466	0.4822	0.5152	0.4822	0.6944
No log	6.6857	468	0.5628	0.3052	0.5628	0.7502
No log	6.7143	470	0.5816	0.2762	0.5816	0.7626
No log	6.7429	472	0.5395	0.4229	0.5395	0.7345
No log	6.7714	474	0.4759	0.4839	0.4759	0.6898
No log	6.8	476	0.4861	0.4667	0.4861	0.6972
No log	6.8286	478	0.5141	0.4409	0.5141	0.7170
No log	6.8571	480	0.5038	0.4536	0.5038	0.7098
No log	6.8857	482	0.4826	0.4652	0.4826	0.6947
No log	6.9143	484	0.5157	0.5282	0.5157	0.7181
No log	6.9429	486	0.6623	0.2423	0.6623	0.8138
No log	6.9714	488	0.7557	0.2554	0.7557	0.8693
No log	7.0	490	0.7742	0.2531	0.7742	0.8799
No log	7.0286	492	0.7127	0.2414	0.7127	0.8442
No log	7.0571	494	0.5738	0.3242	0.5738	0.7575
No log	7.0857	496	0.5342	0.4231	0.5342	0.7309
No log	7.1143	498	0.5611	0.3917	0.5611	0.7491
0.4169	7.1429	500	0.5974	0.3665	0.5974	0.7729
0.4169	7.1714	502	0.6042	0.3028	0.6042	0.7773
0.4169	7.2	504	0.5557	0.3645	0.5557	0.7455
0.4169	7.2286	506	0.5129	0.5319	0.5129	0.7162
0.4169	7.2571	508	0.4970	0.4872	0.4970	0.7050
0.4169	7.2857	510	0.4925	0.5	0.4925	0.7018
0.4169	7.3143	512	0.5095	0.5368	0.5095	0.7138
0.4169	7.3429	514	0.5298	0.3661	0.5298	0.7279
0.4169	7.3714	516	0.5222	0.3661	0.5222	0.7226
0.4169	7.4	518	0.5272	0.3191	0.5272	0.7261
0.4169	7.4286	520	0.5264	0.3927	0.5264	0.7255
0.4169	7.4571	522	0.4993	0.5368	0.4993	0.7066
0.4169	7.4857	524	0.4882	0.5	0.4882	0.6987
0.4169	7.5143	526	0.4870	0.5	0.4870	0.6978
0.4169	7.5429	528	0.4968	0.4747	0.4968	0.7049
0.4169	7.5714	530	0.5438	0.3077	0.5438	0.7374
0.4169	7.6	532	0.5547	0.3077	0.5547	0.7448
0.4169	7.6286	534	0.5221	0.4175	0.5221	0.7226
0.4169	7.6571	536	0.4921	0.5319	0.4921	0.7015
0.4169	7.6857	538	0.4845	0.5319	0.4845	0.6960
0.4169	7.7143	540	0.4860	0.5319	0.4860	0.6971
0.4169	7.7429	542	0.4885	0.4747	0.4885	0.6990
0.4169	7.7714	544	0.5193	0.4667	0.5193	0.7207
0.4169	7.8	546	0.5615	0.2986	0.5615	0.7493
0.4169	7.8286	548	0.5688	0.2986	0.5688	0.7542
0.4169	7.8571	550	0.5606	0.2986	0.5606	0.7488
0.4169	7.8857	552	0.5664	0.2692	0.5664	0.7526
0.4169	7.9143	554	0.5336	0.2897	0.5336	0.7305
0.4169	7.9429	556	0.5183	0.4605	0.5183	0.7199
0.4169	7.9714	558	0.5172	0.3962	0.5172	0.7192
0.4169	8.0	560	0.5066	0.4667	0.5066	0.7118
0.4169	8.0286	562	0.4803	0.4819	0.4803	0.6931
0.4169	8.0571	564	0.4752	0.4819	0.4752	0.6893
0.4169	8.0857	566	0.4782	0.4819	0.4782	0.6915
0.4169	8.1143	568	0.4807	0.4819	0.4807	0.6934
0.4169	8.1429	570	0.5076	0.4010	0.5076	0.7125
0.4169	8.1714	572	0.5531	0.3077	0.5531	0.7437
0.4169	8.2	574	0.5792	0.2780	0.5792	0.7610
0.4169	8.2286	576	0.5769	0.3077	0.5769	0.7595
0.4169	8.2571	578	0.5537	0.2986	0.5537	0.7441
0.4169	8.2857	580	0.5433	0.3398	0.5433	0.7371
0.4169	8.3143	582	0.5223	0.4067	0.5223	0.7227
0.4169	8.3429	584	0.4898	0.48	0.4898	0.6999
0.4169	8.3714	586	0.4842	0.4872	0.4842	0.6959
0.4169	8.4	588	0.4953	0.48	0.4953	0.7038
0.4169	8.4286	590	0.5211	0.4067	0.5211	0.7219
0.4169	8.4571	592	0.5400	0.4067	0.5400	0.7348
0.4169	8.4857	594	0.5393	0.4067	0.5393	0.7344
0.4169	8.5143	596	0.5161	0.3962	0.5161	0.7184
0.4169	8.5429	598	0.4930	0.4667	0.4930	0.7021
0.4169	8.5714	600	0.4797	0.48	0.4797	0.6926
0.4169	8.6	602	0.4867	0.4732	0.4867	0.6976
0.4169	8.6286	604	0.5107	0.3962	0.5107	0.7146
0.4169	8.6571	606	0.5303	0.4067	0.5303	0.7282
0.4169	8.6857	608	0.5438	0.3398	0.5438	0.7374
0.4169	8.7143	610	0.5301	0.4067	0.5301	0.7281
0.4169	8.7429	612	0.5290	0.4067	0.5290	0.7273
0.4169	8.7714	614	0.5169	0.3962	0.5169	0.7189
0.4169	8.8	616	0.5053	0.4667	0.5053	0.7108
0.4169	8.8286	618	0.5157	0.3962	0.5157	0.7181
0.4169	8.8571	620	0.5072	0.4605	0.5072	0.7122
0.4169	8.8857	622	0.4892	0.4732	0.4892	0.6994
0.4169	8.9143	624	0.4768	0.4615	0.4768	0.6905
0.4169	8.9429	626	0.4758	0.4680	0.4758	0.6898
0.4169	8.9714	628	0.4803	0.4615	0.4803	0.6931
0.4169	9.0	630	0.4873	0.4732	0.4873	0.6981
0.4169	9.0286	632	0.5054	0.4732	0.5054	0.7109
0.4169	9.0571	634	0.5122	0.4667	0.5122	0.7157
0.4169	9.0857	636	0.5174	0.4010	0.5174	0.7193
0.4169	9.1143	638	0.5210	0.4010	0.5210	0.7218
0.4169	9.1429	640	0.5397	0.3398	0.5397	0.7347
0.4169	9.1714	642	0.5499	0.3498	0.5499	0.7415
0.4169	9.2	644	0.5603	0.3462	0.5603	0.7485
0.4169	9.2286	646	0.5539	0.3498	0.5539	0.7442
0.4169	9.2571	648	0.5312	0.3301	0.5312	0.7288
0.4169	9.2857	650	0.5054	0.4732	0.5054	0.7109
0.4169	9.3143	652	0.4897	0.4615	0.4897	0.6998
0.4169	9.3429	654	0.4770	0.5025	0.4770	0.6906
0.4169	9.3714	656	0.4740	0.4227	0.4740	0.6885
0.4169	9.4	658	0.4734	0.4227	0.4734	0.6881
0.4169	9.4286	660	0.4730	0.4227	0.4730	0.6878
0.4169	9.4571	662	0.4743	0.5025	0.4743	0.6887
0.4169	9.4857	664	0.4811	0.4680	0.4811	0.6936
0.4169	9.5143	666	0.4874	0.4615	0.4874	0.6982
0.4169	9.5429	668	0.4947	0.4732	0.4947	0.7034
0.4169	9.5714	670	0.5056	0.4059	0.5056	0.7110
0.4169	9.6	672	0.5149	0.3962	0.5149	0.7175
0.4169	9.6286	674	0.5163	0.3962	0.5163	0.7185
0.4169	9.6571	676	0.5121	0.3962	0.5121	0.7156
0.4169	9.6857	678	0.5071	0.4010	0.5071	0.7121
0.4169	9.7143	680	0.5013	0.4059	0.5013	0.7081
0.4169	9.7429	682	0.4982	0.4059	0.4982	0.7058
0.4169	9.7714	684	0.4930	0.4732	0.4930	0.7021
0.4169	9.8	686	0.4888	0.4732	0.4888	0.6992
0.4169	9.8286	688	0.4851	0.4680	0.4851	0.6965
0.4169	9.8571	690	0.4835	0.4680	0.4835	0.6953
0.4169	9.8857	692	0.4840	0.4680	0.4840	0.6957
0.4169	9.9143	694	0.4846	0.4615	0.4846	0.6961
0.4169	9.9429	696	0.4859	0.4732	0.4859	0.6971
0.4169	9.9714	698	0.4871	0.4732	0.4871	0.6979
0.4169	10.0	700	0.4877	0.4732	0.4877	0.6983

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.0+cu118
• Datasets 2.21.0
• Tokenizers 0.19.1